A New Feature Extraction Technique Based on 1D Local Binary Pattern for Gear Fault Detection

Table 6

The performance of classifiers for the FSVL model when the 1D LBP scheme is used for feature extraction.

1D LBP	30 H&L	35 H&L	40 H&L	45 H&L	50 H&L
SVM	66.67	79.17	83.33	91.67	100
-NN	91.67	87.5	100	100	100